To install the packages, run the following command

pip3 install pandas

pip3 install numpy

pip3 install -U scikit-learn

pip3 install imblearn

pip3 install yellowbrick

pip3 install mlxtend

How to run the python program?

First argu: main.py
Second argu: data/Human_Activity_Recognition_Using_Smartphones_Data.csv
Third argu(optional) : model name


1) python3 main.py data/Human_Activity_Recognition_Using_Smartphones_Data.csv decisiontree
2) python3 main.py data/Human_Activity_Recognition_Using_Smartphones_Data.csv svmnonlinear
3) python3 main.py data/Human_Activity_Recognition_Using_Smartphones_Data.csv svm
4) python3 main.py data/Human_Activity_Recognition_Using_Smartphones_Data.csv naivebayes
5) python3 main.py data/Human_Activity_Recognition_Using_Smartphones_Data.csv logisticregression
6) python3 main.py data/Human_Activity_Recognition_Using_Smartphones_Data.csv knn
7) python3 main.py data/Human_Activity_Recognition_Using_Smartphones_Data.csv randomforest
8) python3 main.py data/Human_Activity_Recognition_Using_Smartphones_Data.csv bagging
9) python3 main.py data/Human_Activity_Recognition_Using_Smartphones_Data.csv ensemblevote
10) python3 main.py data/Human_Activity_Recognition_Using_Smartphones_Data.csv adaboost